Digital cultural assets are often thought to exist in separate spheres based on their two principal points of origin: digitized and born digital. Increasingly, advances in digital curation are blurring this dichotomy, by introducing so-called “collections as data,” which regardless of their origination make cultural assets more amenable to the application of new computational tools and methodologies. This paper brings together archivists, scholars, and technologists to demonstrate computational treatments of digital cultural assets using Artificial Intelligence and Machine Learning techniques that (...) can help unlock hard-to-reach archival content. It describes an extended, iterative study applied to digitized and datafied WWII-era records housed at the FDR Presidential Library, rich content that is regrettably under-utilized by scholars examining American responses to the Holocaust. Authors detail the benefits of interdisciplinary collaboration for evaluating user needs, identifying and applying tools and methodologies, and reaching the real-world outcome of public access to augmented data. They also discuss issues of digital representation, relational context, and interface design to enable new modes of public and scholarly access. While based on a case study, we believe that this work is a substantial contribution to revealing the strengths and weaknesses of using AI/ML systems in cultural organizations. We give particular care to lessons learned, and generalize the approach taken across broad classes of collections with a focus on responsive iterations, reproducibility, and the relevance of data and its structures to users. (shrink)

It is a familiar argument that advocates accommodating the so-called paradoxes of decision theory by abandoning the “independence” postulate. After all, if we grant that choice reveals preference, the anomalous choice patterns of the Allais and Ellsberg problems violate postulate P2 of Savage's system. The strategy of making room for new preference patterns by relaxing independence is adopted in each of the following works: Samuelson, Kahneman and Tversky's “Prospect Theory”, Allais and Hagen, Fishburn, Chew and MacCrimmon, McClennen, and in closely (...) argued essays by Machina. (shrink)

This title introduces the concept of "if this, then that" in coding by using relatable real-world examples. Vivid photographs and easy-to-read text aid comprehension for early readers. Features include an infographic, fun facts, Making Connections questions, a glossary, and an index. QR Codes in the book give readers access to book-specific resources to further their learning.

I will look at and discuss the ideological-subject position of the ‘sympathetic’ slave-owner by employing Žižek ’s specific conception of ideology across two varying slave-narratives. I attempt to uncover how this ideology operates within the social-material reality in the texts Our Nig and Minnie's Sacrifice and the ways that the authors employed tropes in depicting this particular archetypal figure in slave-narratives. These charachter's exhibit an ideology remarkably aligned with Žižek ’s: that a certain non-knowledge of the proper logic of an (...) ideological reality is what sustains it. This suggests not only that such an archetypal figure exists across slave-narratives, but also that they deploy a communal ideology that attempts to conflate unwillingness with inability. They enable the perpetuation of the institution by their unwillingness to reject the economic benefits of slavery, which they conceive of as an inability. (shrink)

This title introduces the concepts of algorithms and sequencing in coding by using relatable real-world examples in the reader's everyday life. Vivid photographs and easy-to-read text aid comprehension for early readers. Features include a table of contents, an infographic, fun facts, Making Connections questions, a glossary, and an index. QR Codes in the book give readers access to book-specific resources to further their learning. Aligned to Common Core Standards and correlated to state standards. Cody Koala is an imprint of Pop!, (...) a division of ABDO. (shrink)

One of the most remarkable features of the language of early Greek writing is a pervasive rhetorical strategy which consists in personifying objects for the purpose of identifying humans closely associated with them. Such ‘speaking objects’ have no Semitic parallel; how, then, is their conventional status in the Archaic Age to be explained? This article first considers the formulaic language of speaking objects, which is no straightforward transcription of speech, and seeks to explain where it comes from. It then turns (...) to the question of why writers employed the curious strategy of personification by setting it in the broader context of early Greek writing and literature. Variously analogous to herms, slaves and skytalai, speaking objects are shown to have been conceived as messengers acting on behalf of their senders by not speaking in their name. (shrink)

It is commonly remarked, as a curiosity, that Imruʾ al-Qays’s traditional death resembles that of Heracles, but it has never been meaningfully discussed. This article undertakes to do so, arguing for the Greek provenance of his death tradition and discussing the implications of the Islamic construction of a Greek death for “the greatest Arab poet.” One implication involves his biography more generally, which is argued to have originally formed a different kind of narrative serving particular Islamic interests, later adapted to (...) a biographic mold. The second stems from the recognition that the legendary Greek death of Imruʾ al-Qays is neither incidental nor isolated, which suggests that the horizons of Greco-Arabic studies are unduly narrow: alongside the transmission of written scientific texts, there were also oral popular traditions of Greek origin that left a deep imprint on Islamic culture. (shrink)

The book is a whirlwind of thought and life in general. Its main purpose is not hurt speech but subjects everything to rigorous questions and seeks answers to seemingly insurmountable problems. Some views expounded in this book will no doubt raise some dust. But if dust has to be raised to reach to truth, so be it, no apologies. The author writes to be damned, but will not accept any thing that is advanced without evidence. The book in the first (...) chapter guides the reader through the author's struggles and in a way is a motivational piece as it shows that all is possible through not giving up, in spite of insurmountable odds. As a practical demonstration, of the power of being a Sceptic, the reader is taken through the fundamentals of the poorly understood topic of hypnosis. The reader is guided through the practical ways of becoming not only a hypnotist, but a way to improve one's memory. The section on how to study for success will certainly help those that are engaged in pursuing knowledge in any field. It has been used by the author himself and many others in their successful studies over a long period. In this way the book is a small but powerful educational tool.. A small part is what the author calls common Science; which of course may not be so common after all. The book shows through brutal examination of traditional views that the Sceptic sooner than later reaches to the truth. There are few topics in the book that the author has inserted purely to provide rest periods from the hard philosophical and scientific arguments that follow. Satire that may seem to exhibit itself in some topics should be seen from this point of view. It is the considered view of the author that many views that appear in this book, if taken as way of life would improve the world as we know it, be it socially, economically or politically. Topics on homosexuality, abortion, capital punishment, witchcraft, afterlife, and death, miracles, language and quality leadership among others are always brushed away without due thoughtful process especially in the African context. The book touches on these sensitive topics with candor and vigour, honesty and brutally. The authors' long stay in Botswana, a country with no debt and practically negligible corruption, helps him show what a country that embraces democracy coupled with pragmatism from the word go and prudent economic management can achieve. In this way, the Sceptic is as good source of wisdom to research students and those whose decisions do affect the vast majority of their people. The unconventional interesting way the various topics have been handled make reading of seemingly difficult topics enjoyable and can be read in any order for they do not follow a linear structure.Common myths prevalent in society are tackled with clarity towards the end of the book. The shooting down of some common myths, including the myths surrounding weight reduction and alcohol are a source of knowledge and guidance for those not lucky enough to be privy to very deep scientific evaluations of things. The book does not claim absolute knowledge but is an honest guide to those who do not fear to think.This small book is a dynamite of knowledge especially in most African countries where ignorance is the odder of the day. (shrink)

This contribution offers a survey of the modern African theological discourse on the Trinity as a distinctive Christian doctrine of God. It is a systematic narrative review of primary literature on the doctrine of the Trinity in modern African theology with a view to identify main trends, key concepts and major proponents. It is argued that the contemporary African Trinitarian Hermeneutics cannot be understood in isolation from African debates on translatability of concepts of God framed first in terms of the (...) reinterpretation of the theological significance of pre-Christian African concepts of God and subsequently as an outcome of African Christological reflection. The article affirms an apophatic resistance to any tendency to take God for granted as recently advanced by Ernst Conradie and Teddy Sakupapa. (shrink)

We discuss several features of coherent choice functions—where the admissible options in a decision problem are exactly those that maximize expected utility for some probability/utility pair in fixed set S of probability/utility pairs. In this paper we consider, primarily, normal form decision problems under uncertainty—where only the probability component of S is indeterminate and utility for two privileged outcomes is determinate. Coherent choice distinguishes between each pair of sets of probabilities regardless the “shape” or “connectedness” of the sets of probabilities. (...) We axiomatize the theory of choice functions and show these axioms are necessary for coherence. The axioms are sufficient for coherence using a set of probability/almost-state-independent utility pairs. We give sufficient conditions when a choice function satisfying our axioms is represented by a set of probability/state-independent utility pairs with a common utility. (shrink)

This essay is, primarily, a discussion of four results about the principle of maximizing entropy (MAXENT) and its connections with Bayesian theory. Result 1 provides a restricted equivalence between the two: where the Bayesian model for MAXENT inference uses an "a priori" probability that is uniform, and where all MAXENT constraints are limited to 0-1 expectations for simple indicator-variables. The other three results report on an inability to extend the equivalence beyond these specialized constraints. Result 2 established a sensitivity of (...) MAXENT inference to the choice of the algebra of possibilities even though all empirical constraints imposed on the MAXENT solution are satisfied in each measure space considered. The resulting MAXENT distribution is not invariant over the choice of measure space. Thus, old and familiar problems with the Laplacian principle of Insufficient Reason also plague MAXENT theory. Result 3 builds upon the findings of Friedman and Shimony (1971; 1973) and demonstrates the absence of an exchangeable, Bayesian model for predictive MAXENT distributions when the MAXENT constraints are interpreted according to Jaynes's (1978) prescription for his (1963) Brandeis Dice problem. Lastly, Result 4 generalizes the Friedman and Shimony objection to cross-entropy (Kullback-information) shifts subject to a constraint of a new odds-ratio for two disjoint events. (shrink)

In light of scholarly debates on the wicked problems framework, this contribution offers an appraisal of the role of theology in an African context characterized by myriad wicked problems. I argue that within the African context, the decolonization of theology is indispensable for doing theology that is self-consciously contextual and therefore responsive to societal issues. This is crucial not least because of the widely recognized public role of religion in Africa. Drawing on the analytical framework of decoloniality and the theoretical (...) concept of wicked problems, I will argue that although the category of wicked problems emerged within the framework of the intellectual world of the Northern Hemisphere, its analytical capacity is no less significant for contemporary African theological discourse on decoloniality. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Radicalizing the Local: 60 Linear Miles of Transborder ConflictTeddy Cruz (bio)2008estudio teddy cruzmedium: collage and vinyl wallpaperThe international border between the US and Mexico at the San Diego-Tijuana checkpoint is one of the most trafficked in the world. A 60-linear-mile cross-section—tangential to the border wall—between these two border cities compresses the most dramatic issues currently challenging our normative notions of architecture and urbanism.This transborder “cut” begins 30 miles (...) north of the border, on the periphery of San Diego, and ends 30 miles south of the border. We can find along this section’s trajectory a series of collisions, critical junctures, or conflicts between natural and artificial ecologies, top-down development and bottom-up organization. It is in the midst of many of these metropolitan and territorial sites of conflict where contemporary architectural practice needs to reposition itself.1. Conflict between master-planned gated communities and the natural topography +30 miles / San DiegoTop-down private development has been installing a selfish, oil-hungry sprawl of detached McMansions everywhere, forming massive subdivisions that collide with the natural topography.2. Conflict between large infrastructure and the watershed +28 miles / San DiegoLarge freeway and mall infrastructure runs the length of coastal San Diego, colliding with a natural network of canyons, rivers, and creeks that descend toward the Pacific Ocean.3. Conflict between privatization and everyday life +25 miles / San DiegoThe archipelago of beige tract homes also exacerbates a land use of exclusion, leading to an apartheid of everyday life, as gated communities retreat from the complexities of mixed uses.4. Conflict between military bases and environmental zones +20 miles / San DiegoIronically, the only interruptions along an otherwise continuous sprawl, 30 miles inland from the border, occur as the military bases that dot San Diego’s suburbanization overlap with environmentally protected lands.5. Conflict between the formal and informal +15 miles / San DiegoThe informal densities and economies produced by immigrants yield three-dimensional land use that collides with the one-dimensional zoning that defines suburban tract subdivisions. [End Page 107]6. Conflict between two border cities 0 miles / San Diego-TijuanaThis territorial conflict is currently dramatized by the hardening of the border wall that divides these cities, incrementally transforming San Diego into the world’s largest gated community.7. Conflict between the natural and political +0.5 miles / TijuanaAs the large infrastructure of the Tijuana River clashes with the border wall, a faint yellow line is inscribed on the dry river’s concrete channel to indicate the trajectory of the border. The border checkpoint is exactly at this intersection.8. Conflict between the informal and natural ecologies-10 miles / TijuanaAdjacent to the checkpoint we can find many slums crashing against the border. The wall acts as a powerful dam, containing the density of Tijuana and preventing it from contaminating San Diego’s picturesque sprawl.9. Conflict between factories and emergency housing-15 miles / TijuanaThese American-style, mini-master-planned communities are intertwined with a series of informal communities or slums, and both provide maquiladora factory enclaves with cheap labor.10. Conflict between density and sprawl-20 miles / TijuanaThousands of miniaturized replicas of typical suburban Southern California McMansions are now scattered around the periphery of Tijuana. In recent years, dwellers have radically transformed them into socioeconomic microengines.11. Conflict between two horizons-30 miles / TijuanaAs we reach the sea on the Mexican side, we witness the most dramatic of all territorial collisions across this 60-mile-section of local conflict. Here, the border metal fence finally sinks into the Pacific Ocean. [End Page 108] Click for larger view View full resolution[End Page c1] Click for larger view View full resolution[End Page 2] Click for larger view View full resolution[End Page 12] Click for larger view View full resolution[End Page 22] Click for larger view View full resolution[End Page 32] Click for larger view View full resolution[End Page 42] Click for larger view View full resolution[End Page 52] Click for larger view View full resolution[End Page 62] Click for larger view View full resolution[End Page... (shrink)

We review de Finetti’s two coherence criteria for determinate probabilities: coherence1defined in terms of previsions for a set of events that are undominated by the status quo – previsions immune to a sure-loss – and coherence2 defined in terms of forecasts for events undominated in Brier score by a rival forecast. We propose a criterion of IP-coherence2 based on a generalization of Brier score for IP-forecasts that uses 1-sided, lower and upper, probability forecasts. However, whereas Brier score is a strictly (...) proper scoring rule for eliciting determinate probabilities, we show that there is no real-valuedstrictly proper IP-score. Nonetheless, with respect to either of two decision rules – Γ-maximin or E-admissibility-+-Γ-maximin – we give a lexicographic strictly proper IP-scoring rule that is based on Brier score. (shrink)

In spite of the dramatic images broadcast from the US/Mexican frontier, the border still remains porous. Illegal migration continues northward while piles of waste moves in the other direction to be recycled, and to be re-used in the construction of a counter-urbanism that includes numerous tunnels that pass under this border and make up this illegal inhabitation. In reaction to urban segregation, an urbanism of transgression is developing via specialised enterprises and their alternative prototypes. It is in this context that (...) the non-governmental organization Casa Familiar works in the border neighbourhood of San Ysidro, California. A zone of alternative affordable housing has been designed including a serie of « open air rooms » that contain electricity, serving as site for a variety of neighborhood activities. On the border a new housing programme is developing : affordable and socially sustainable. (shrink)

Résumé Malgré les images dramatiques diffusées à propos de la frontière États-Unis / Mexique, elle reste tout à fait poreuse. La migration illégale bat son plein vers le nord tandis que des tas de détritus passent dans l’autre sens pour se faire recycler ou participer à la construction d’un contre-urbanisme, sans compter les nombreux tunnels qui passent sous la frontière et participent de cet habitat illégal. Face à l’urbanisme de la ségrégation se développe un urbanisme de la transgression, avec ses (...) entreprises spécialisées et ses prototypes. C’est ainsi que travaille Casa Familiar dans un quartier de frontière en Californie. Une zone d’habitat accessible a été créée, ainsi que des pièces à vivre la frontière qui sont autant des lieux de rencontre que des logements, de simples pièces équipées d’électricité, à usage temporaire. Sur la frontière se crée un nouveau programme d’habitat, accessible et durable. (shrink)

For Savage (1954) as for de Finetti (1974), the existence of subjective (personal) probability is a consequence of the normative theory of preference. (De Finetti achieves the reduction of belief to desire with his generalized Dutch-Book argument for Previsions.) Both Savage and de Finetti rebel against legislating countable additivity for subjective probability. They require merely that probability be finitely additive. Simultaneously, they insist that their theories of preference are weak, accommodating all but self-defeating desires. In this paper we dispute these (...) claims by showing that the following three cannot simultaneously hold: (i) Coherent belief is reducible to rational preference, i.e. the generalized Dutch-Book argument fixes standards of coherence. (ii) Finitely additive probability is coherent. (iii) Admissible preference structures may be free of consequences, i.e. they may lack prizes whose values are robust against all contingencies. (shrink)

Can there be good reasons for judging one set of probabilistic assertions more reliable than a second? There are many candidates for measuring "goodness" of probabilistic forecasts. Here, I focus on one such aspirant: calibration. Calibration requires an alignment of announced probabilities and observed relative frequency, e.g., 50 percent of forecasts made with the announced probability of.5 occur, 70 percent of forecasts made with probability.7 occur, etc. To summarize the conclusions: (i) Surveys designed to display calibration curves, from which a (...) recalibration is to be calculated, are useless without due consideration for the interconnections between questions (forecasts) in the survey. (ii) Subject to feedback, calibration in the long run is otiose. It gives no ground for validating one coherent opinion over another as each coherent forecaster is (almost) sure of his own long-run calibration. (iii) Calibration in the short run is an inducement to hedge forecasts. A calibration score, in the short run, is improper. It gives the forecaster reason to feign violation of total evidence by enticing him to use the more predictable frequencies in a larger finite reference class than that directly relevant. (shrink)

De Finetti introduced the concept of coherent previsions and conditional previsions through a gambling argument and through a parallel argument based on a quadratic scoring rule. He shows that the two arguments lead to the same concept of coherence. When dealing with events only, there is a rich class of scoring rules which might be used in place of the quadratic scoring rule. We give conditions under which a general strictly proper scoring rule can replace the quadratic scoring rule while (...) preserving the equivalence of de Finetti’s two arguments. In proving our results, we present a strengthening of the usual minimax theorem. We also present generalizations of de Finetti’s fundamental theorem of prevision to deal with conditional previsions. (shrink)

Let κ be an uncountable cardinal. Using the theory of conditional probability associated with de Finetti and Dubins, subject to several structural assumptions for creating sufficiently many measurable sets, and assuming that κ is not a weakly inaccessible cardinal, we show that each probability that is not κ-­additive has conditional probabilities that fail to be conglomerable in a partition of cardinality no greater than κ. This generalizes our result, where we established that each finite but not countably additive probability has (...) conditional probabilities that fail to be conglomerable in some countable partition. (shrink)

This paper has two main parts. In the first part, we motivate a kind of indeterminate, suppositional credences by discussing the prospect for a subjective interpretation of a causal Bayesian network, an important tool for causal reasoning in artificial intelligence. A CBN consists of a causal graph and a collection of interventional probabilities. The subjective interpretation in question would take the causal graph in a CBN to represent the causal structure that is believed by an agent, and interventional probabilities in (...) a CBN to represent suppositional credences. We review a difficulty noted in the literature with such an interpretation, and suggest that a natural way to address the challenge is to go for a generalization of CBN that allows indeterminate credences. In the second part, we develop a decision-theoretic foundation for such indeterminate suppositional credences, by generalizing a theory of coherent choice functions to accommodate some form of act-state dependence. The upshot is a decision-theoretic framework that is not only rich enough to, so to speak, ground the probabilities in a subjectively interpreted causal network, but also interesting in its own right, in that it accommodates both act-state dependence and imprecise probabilities. (shrink)

The "traditional" view of normative decision theory, as reported (for example) in chapter 2 of Luce and RaiÃa's [1957] classic work, Games and Decisions, proposes a reduction of sequential decisions problems to non-sequential decisions: a reduction of extensive forms to normal forms. Nonetheless, this reduction is not without its critics, both from inside and outside expected utility theory, It islay purpose in this essay to join with those critics by advocating the following thesis.

This paper (based on joint work with M.J.Schervish and J.B.Kadane) discusses some differences between the received theory of regular conditional distributions, which is the countably additive theory of conditional probability, and a rival theory of conditional probability using the theory of finitely additive probability. The focus of the paper is maximally "improper" conditional probability distributions, where the received theory requires, in effect, that P{a: P(a|a) = 0} = 1. This work builds upon the results of Blackwell and Dubins (1975).

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This paper discusses some differences between the received theory of regular conditional distributions, which is the countably additive theory of conditional probability, and a rival theory of conditional probability using the theory of finitely additive probability. The focus of the paper is maximally "improper" conditional probability distributions, where the received theory requires, in effect, that P{a: P = 0} = 1. This work builds upon the results of Blackwell and Dubins.

We contrast three decision rules that extend Expected Utility to contexts where a convex set of probabilities is used to depict uncertainty: Γ-Maximin, Maximality, and E-admissibility. The rules extend Expected Utility theory as they require that an option is inadmissible if there is another that carries greater expected utility for each probability in a (closed) convex set. If the convex set is a singleton, then each rule agrees with maximizing expected utility. We show that, even when the option set is (...) convex, this pairwise comparison between acts may fail to identify those acts which are Bayes for some probability in a convex set that is not closed. This limitation affects two of the decision rules but not E-admissibility, which is not a pairwise decision rule. E-admissibility can be used to distinguish between two convex sets of probabilities that intersect all the same supporting hyperplanes. (shrink)

PSA: Proceedings of the Biennial Meeting of the Philosophy of Science Association, Vol. 1984, Volume Two: Symposia and Invited Papers. (1984), pp. 201-212.

When real-valued utilities for outcomes are bounded, or when all variables are simple, it is consistent with expected utility to have preferences defined over probability distributions or lotteries. That is, under such circumstances two variables with a common probability distribution over outcomes – equivalent variables – occupy the same place in a preference ordering. However, if strict preference respects uniform, strict dominance in outcomes between variables, and if indifference between two variables entails indifference between their difference and the status quo, (...) then preferences over rich sets of unbounded variables, such as variables used in the St. Petersburg paradox, cannot preserve indifference between all pairs of equivalent variables. In such circumstances, preference is not a function only of probability and utility for outcomes. Then the preference ordering is not defined in terms of lotteries. (shrink)

We review several of de Finetti’s fundamental contributions where these have played and continue to play an important role in the development of imprecise probability research. Also, we discuss de Finetti’s few, but mostly critical remarks about the prospects for a theory of imprecise probabilities, given the limited development of imprecise probability theory as that was known to him.

Tiebreak rules are necessary for revealing indifference in non- sequential decisions. I focus on a preference relation that satisfies Ordering and fails Independence in the following way. Lotteries a and b are indifferent but the compound lottery f, 0.5b> is strictly preferred to the compound lottery f, 0.5a>. Using tiebreak rules the following is shown here: In sequential decisions when backward induction is applied, a preference like the one just described must alter the preference relation between a and b at (...) certain choice nodes, i.e., indifference between a and b is not stable. Using this result, I answer a question posed by Rabinowicz (1997) concerning admissibility in sequential decisions when indifferent options are substituted at choice nodes. (shrink)